A user guide of CART and random forests with applications in FinTech and InsurTech

DOI10.1007/s42081-024-00258-xMaRDI QIDQ6670098

Ka Chun Cheung, Ross Zhengyao Sun, Yongzhao Chen, Sheung Chi Phillip Yam

Publication date: 22 January 2025

Published in: Japanese Journal of Statistics and Data Science (Search for Journal in Brave)

zbMATH Keywords

random forestclassification and regression treeInsurTechFinTechfinancial data analytics

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• A Mathematical Theory of Communication
• Predictive analytics of insurance claims using multivariate decision trees
• Business failure prediction using decision trees
• An analysis of customer retention and insurance claim patterns using data mining: a case study
• Machine learning in individual claims reserving
• An Introduction to Statistical Learning
• Elements of Information Theory
• Random forests

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